The conditional entropy H[X|Y]fragmentsHfragmentsnormal-[Xnormal-|Ynormal-]H[X|Y] may be interpreted as the uncertainty in XXX given knowledge of YYY. (Try reading the above equalities and inequalities with this interpretation in mind.)